Five questions before you read further.
YANZ is an assessment and learning-management platform at yanz.com.
What a test takes in, which methods can be reported, which fields appear, and where interpretation must stop.
Schools, bureaus, students and families, and commissioning organisations. Named custom cases on the Chinese pages are examples.
info@yanz.com. WeChat account 中科 YANZ 测评院. Receipt time is not promised.
Sample-report structure, this-paper facts, and the evidence gate. Algorithm code is not a claim that those models already drive real individual decisions.
Input — method — output — scope
| Stage | In the public product | Reportable now | Use this far |
|---|---|---|---|
| Input | Responses, scoring, missing/anomaly flags, grade/subject/form metadata | Completeness, absences, raw score and percent correct | Describe this sitting. Do not turn it into an identity. |
| Method | CTT item quality, this-paper dimension rates, evidence gate; IRT/CDM/percentiles/prediction remain a research catalogue | Item quality and this-paper description; models only after calibration, precision checks and sign-off | Say how far this paper can be explained. A prototype is not an individual conclusion. |
| Output | Student report structure; school report structure | Structure, limits, a next step; suppressed fields stay suppressed | Reader is the student/guardian or school staff. No public ranking. |
| Scope | Pre–Senior sequence and the commissioned Y-SHINE example; learning-passport rights have separate thresholds | Current layer and practice suggestions | Teaching decisions and learning records. No score or admission guarantee. |
Y-SHINE is a commissioned case for a Guangdong talent programme. Custom school/enterprise/university cases on the Chinese page are examples of how the engine can be configured.